Results 91 to 97 of about 157 (97)

Semiparametric Bayesian doubly robust causal estimation

Journal of Statistical Planning and Inference, 2023
Yu Luo, Daniel J Graham, Emma McCoy
exaly  

On IPW-based estimation of conditional average treatment effects

Journal of Statistical Planning and Inference, 2021
Lixing Zhu
exaly  

Double machine learning and automated confounder selection: A cautionary tale

Journal of Causal Inference, 2023
exaly  

Variable selection in double/debiased machine learning for causal inference: an outcome-adaptive approach

Communications in Statistics Part B: Simulation and Computation
Daijiro Kabata, Mototsugu Shintani
exaly  

Estimating population average treatment effects from experiments with noncompliance

Journal of Causal Inference, 2020
exaly  

TV-CCANM: a transformer variational inference in confounding cascade additive noise model for causal effect estimation

Journal of Statistical Computation and Simulation
Hong Wang, Sohail Ahmad
exaly  

Non-parametric treatment effect bounds for left-censored outcomes: estimating the effect of herbicide use on 2,4-D exposure

exaly